tycho-solver/dist/search/localSearch.js

Evolutionary computation and optimization library

import { RandomRestartsOperator } from './components/RandomRestartsOperator';
export class LocalSearch {
    /**
     * Performs local search to find a local optimum using operator-based operators
     */
    async search(initialSolution, objectiveFunction, neighborhoodFunction, options = {}) {
        // Ensure maximize defaults to true unless explicitly set to false
        const opts = {
            maximize: true,
            ...options
        };
        return await RandomRestartsOperator({
            initialSolution,
            objectiveFunction,
            options: opts,
            ...(neighborhoodFunction !== undefined && { neighborhoodFunction })
        });
    }
}
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